Box Plot¶
Type¶
transform
Class¶
fire.nodes.graph.NodeBoxPlot
Fields¶
Name |
Title |
Description |
|---|---|---|
title |
Title |
|
titleColor |
Title Color |
|
description |
Description |
|
descriptionColor |
Description Color |
|
chartColors |
Chart Colors |
|
xlabel |
X Label |
|
ylabel |
Y Label |
|
maxValuesToDisplay |
Max Values To Display |
Maximum number of values to display in result. |
groupByColumn |
Group By Column |
|
valueColumn |
Value Column |
Details¶
BoxPlot details¶
This node shows the five-number summary of a set of data including the minimum score, first (lower) quartile, median, third (upper) quartile, and maximum score.
Input¶
TITLE :- The title of a graph can be set here.
X LABEL :- X-axis label can be set here.
Y LABEL :- Y-axis label can be set here.
MAX VALUES TO DISPLAY :- The total number of the data points can be selected from dataframe.
GROUP BY COLUMN :- The column is selected from the drop-down list to perform group by operation and aggregate the values and plot them on X-axis.
VALUE COLUMN :- The column(double datatype) is selected to plot boxes along Y-axis.
Output¶
The output result will contain Min values, First quartile, Median, Third quartile, and max value.
Example¶
This node can be used to visualize the distribution of quantitative values in a field. They are also valuable for comparisons across different
categorical variables or for identifying outliers.
Examples¶
Example Scenario:
Let’s say you have a dataset of customer ages.
Configuration:
Value Column: Age
Output:
The box plot will show the distribution of customer ages. It will display the median age, the quartiles (25th and 75th percentiles), and any outliers.